Mridul Mishra
Director, Fidelity Investments

Mridul Mishra is an architect at Fidelity Investments, where he is responsible for emerging technology in Asset Management Group as well as for machine learning and AI projects. Mridul has around 21 years of experience building enterprise software, ranging from core trading software to smart applications, using AI/ML capabilities.

Currently, most ML models—and particularly those for deep learning—work like a black box. As a result, a key challenge in their adoption is the need for explainability. Mridul Mishra discusses the need for explainability and its current state. Mridul then provides a framework for considering these needs and offers potential solutions.
Read more.